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I just published Part 1 of "The Machine Learning Engineering Series", where I break down the full lifecycle: how raw data becomes a trained model, gets containerised, and ships as a live API that…

Michellebuchiokonicha published Part 1 of "The Machine Learning Engineering Series," detailing the full lifecycle of how raw data becomes a trained model, is containerized, and ships as a live API for other engineers to build upon.

read1 min views20 publishedMay 26, 2026

The Machine Learning Engineering Series Michellebuchiokonicha Michellebuchiokonicha Michellebuchiokonicha Follow May 26 The Machine Learning Engineering Series

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ai

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machinelearning

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deeplearning

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software Comments Add Comment 5 min read

source & further reading
dev.to — original article The Memory Bottleneck: Why AI Agents Fail and How to Fix Them with Self-Driving Tooling The Agent Is Now a Named Coworker, and It Needs a File Format My Solo Build Process Turned Out to Already Have a Name: Dual-Track Agile, Feature Flags, and a Launch Readiness Review
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